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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A simple screen parsing tool towards pure vision based GUI agent
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
A guidance language for controlling large language models.
A High-Quality Real Time Upscaler for Anime Video
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…
StableLM: Stability AI Language Models
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
FinRL®: Financial Reinforcement Learning. 🔥
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
QLoRA: Efficient Finetuning of Quantized LLMs
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
YSDA course in Natural Language Processing
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Automatic extraction of relevant features from time series:
MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks
Playing Pokemon Red with Reinforcement Learning
LLM-powered multiagent persona simulation for imagination enhancement and business insights.
A unified framework for 3D content generation.
AirLLM 70B inference with single 4GB GPU
A course in reinforcement learning in the wild